A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization

17 May 2022

Papers citing "A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization"

9 / 9 papers shown

Title
SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators S. Afifi Ishan G. Thakkar S. Pasricha 61 0 0 22 Nov 2024
Optical Computing for Deep Neural Network Acceleration: Foundations, Recent Developments, and Emerging Directions S. Pasricha 48 0 0 30 Jul 2024
OPIMA: Optical Processing-In-Memory for Convolutional Neural Network Acceleration Febin P. Sunny Amin Shafiee Abhishek Balasubramaniam Mahdi Nikdast S. Pasricha 55 1 0 11 Jul 2024
A Comparative Analysis of Microrings Based Incoherent Photonic GEMM Accelerators Sairam Sri Vatsavai Venkata Sai Praneeth Karempudi Oluwaseun Adewunmi Alo Ishan G. Thakkar 13 2 0 05 Feb 2024
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics Salma Afifi Febin P. Sunny Mahdi Nikdast S. Pasricha GNN 24 2 0 12 Jan 2024
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing Febin P. Sunny Mahdi Nikdast S. Pasricha 27 5 0 22 Mar 2023
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics Febin P. Sunny Ebadollah Taheri Mahdi Nikdast S. Pasricha 19 10 0 28 Jan 2023
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics Febin P. Sunny Mahdi Nikdast S. Pasricha 14 17 0 31 Aug 2022
ROBIN: A Robust Optical Binary Neural Network Accelerator Febin P. Sunny Asif Mirza Mahdi Nikdast S. Pasricha MQ 15 35 0 12 Jul 2021